Talk to an Engineer
PARTNER
OPENAI SELECT PARTNER

The model is the easy part. We build the other ninety percent.

Connecting your data. Proving quality before launch. Getting people to actually use it. That is where enterprise AI is won, and it is the work Reckonsys does - across nine services, from first assessment to running at scale.

PRODUCTION ENGINE RECKONSYS + OPENAI
ASSESS (01) Opportunity Assessment
BUILD (02-06) GPTs, Agents, Integrations
DEPLOY (07-08) Enterprise Rollout & Governance
OPERATE (09) Managed Operations & Optimization
RUNNING AT SCALE

Nine services. One path to production.

PARTNER
OPENAI SELECT PARTNER NETWORK

Impartial advice. Pure-play engineering.

01 // PILLAR

Partner Status

OpenAI Select Partner within the OpenAI Partner Network, with certified engineering expertise.

02 // PILLAR

Independence

No license resell and no margin on consumption, so our architecture advice stays completely impartial.

03 // PILLAR

Ownership

You keep all code, prompts, custom connectors, and evaluation suites from day one. Zero vendor lock-in.

04 // PILLAR

Coverage

One dedicated partner from first feasibility assessment through custom builds to live operations.

PRODUCTION
THE ROADMAP

Nine services. One path to production.

We've structured our capabilities to handle every stage of the enterprise AI lifecycle. Engage us for a single isolated service, or let us engineer the entire journey.

OPENAI PLATFORMGPT Models & Enterprise Platform
ADVISEOpportunity Assessment (01)
BUILDGPTs, Agents, Data Integration (02-06)
DEPLOYRollout, Security, Adoption (07, 08)
OPERATEManaged AI Operations (09)
ENTERPRISE SYSTEM INTEGRATION FABRICCRM · ERP · Databases · Legacy Mainframes · Custom Internal APIs · Private Cloud VPCs
RESEARCH
CAPABILITIES

Nine services you can engage us for

Each service stands alone, and each ends in something working. Most enterprises begin with one, measure the result, and expand from there.

01 ADVISE // 2-3 WEEKS

AI Opportunity Assessment

Know where AI will pay back fastest before you commit budget. We measure your workflows today and rank the top opportunities against the evidence.

WORKFLOWS ROI RANKING ROADMAP

You receive: Opportunity map, baselines, sequenced roadmap, business case

04 BUILD // 8-12 WEEKS

Agent Development

Hand entire tasks over, not just questions. Agents complete multi-step work under defined authority, escalate what needs a person, and write results back straight into your systems.

TASK HUMAN APPROVAL SYSTEM OF RECORD

You receive: Production agent, authority model, runbook, eval suite

07 DEPLOY // 3-5 WEEKS

Governance, Security & Compliance

Grant broad access with confidence. A control framework your risk and security functions can review and approve quickly, covering policy, data handling, and entitlements.

POLICY CONTROLS SIGN-OFF

You receive: Policy pack, control documentation, test evidence.

02 DEPLOY // 6-12 WEEKS

ChatGPT Enterprise Rollout

Turn licences into daily use across your organisation. We handle tenancy, security configuration and approved data connections, then roll out function by function.

ORG FUNCTIONS ACTIVE USERS

You receive: Configured tenancy, rollout plan, usage dashboards

05 BUILD // 6-8 WEEKS

Data & Knowledge Integration

Make AI useful on your real data. We connect it to the systems where your work already lives, under the permissions you already run, so answers reflect your business.

CRM / ERP AI PERMISSIONS GROUNDED ANSWERS

You receive: Working connectors, entitlement matrix, data-quality findings

08 DEPLOY // 4-8 WEEKS

Adoption & Enablement Programmes

Move from licences issued to work genuinely changed. We build champions inside each function, redesign the workflow around the tool, and capture what works.

CHAMPIONS WORKFLOW REDESIGN ADOPTION

You receive: Trained champions, Skills library, enablement materials.

03 BUILD // 3-8 WEEKS

Custom GPT & Assistant Development

Give a team an assistant that knows your business. Purpose-built for a specific task, grounded in your own documents and controls.

DOCS KNOWLEDGE ASSISTANT

You receive: Deployed assistants, eval suite, maintenance guide

06 BUILD // 6-8 WEEKS

Codex Engineering Enablement

Clear the engineering backlog that never gets funded. Codex takes on migrations, refactoring, test coverage and review, while your engineers keep merge approval.

BACKLOG REFACTOR MERGE

You receive: Working setup, Skills library, measured throughput baseline

09 RUN // ROLLING MONTHLY

Managed AI Operations

Keep what you have built performing and improving. We own quality, cost, and platform change after go-live, and report value quarterly against the baselines set at the start.

MONITOR OPTIMIZE REPORT

You receive: Monthly quality and cost reporting, quarterly value review.

PROCESS
ENGAGEMENT MODEL

How any of these engagements runs

The same discipline applies whichever services you choose. Two checkpoints are mandatory, so quality and security are confirmed before anything reaches your users.

01 STAGE ONE

Scope & Baseline

We establish what the work costs today and agree a written definition of success, including the quality bar, before anything is built.

You receive: Baseline, Success definition, Agreed scope.

02 STAGE TWO

Build & Verify

Implementation, with your security function confirming entitlements before production data connects, and measured evaluation.

ENTITLEMENT SIGN-OFF EVALUATION THRESHOLD
03 STAGE THREE

Release & Hand Over

Staged rollout with active monitoring on quality, cost, and usage. Runbook and documentation written for an engineer who has never met us.

You receive: Live production systems, clean codebase, eval suites, and operational runbook.

WHY RECKONSYS
COMMITMENTS

Why enterprises choose Reckonsys

Eight commitments that shape every engagement, each of which you can verify before you sign.

01 // SYSTEM

Working Software

Every engagement ends in working software. You get a running system and measured results, not a slide deck.

02 // SYSTEM

Impartial Advice

Your OpenAI contract is direct and Reckonsys earns nothing from consumption, ensuring we focus purely on your needs.

03 // SYSTEM

Absolute IP Ownership

You own everything we build from day one. Code, prompts, Skills, connectors, evaluation suites, and documentation remain in your repositories.

04 // SYSTEM

Senior Engineers

The same senior systems engineer who scopes the initial architecture delivers the build and handles handover.

05 // SYSTEM

Measured Quality

Every build ships with an evaluation suite scored against your real test cases and an agreed threshold.

06 // SYSTEM

Right-Sized Scope

No bloated delivery stacks. We propose the simplest, most robust architecture that resolves the problem efficiently.

07 // SYSTEM

Security by Design

Access controls, audit trails, and data-handling policy are part of the first architecture review, not a retrofit after your security team flags something.

08 // SYSTEM

Direct Engineering Access

You review progress with the engineer building your system every week, not an account manager relaying second-hand status.

IP INDEPENDENCE JOURNEY
REQUIREMENT CODE PROMPTS SKILLS CONNECTORS EVAL SUITE YOUR REPOSITORY

Reckonsys acts as your dedicated engineering partner. We do not resell OpenAI licences. You retain complete, unencumbered ownership of all operational assets.

FAQ
QUESTIONS FROM BUYERS

Questions buyers ask us

Answered here so the first call can be about your system rather than our commercial model.

Yes - every service is standalone. Most clients start with the AI Opportunity Assessment or a single Assistant build, then add others once something is live and measured.

No. Your OpenAI contract stays direct between you and OpenAI - we earn nothing from your consumption.

By actual engineering effort, not seat licenses or consumption margin - see Right-Sized Scope above.

Access to the systems in scope, a named stakeholder for sign-off, and your security function available at the Build & Verify checkpoint.

Yes - most engagements run with our senior engineers embedded alongside your team, not handed off at the end.

Your evaluation suite tells us whether a platform or model change is safe to roll out before we touch anything in production.

We're an OpenAI Select Partner, but we hold no license resell arrangement and earn no margin on your usage.

Yes - see our Anthropic partner page for how we build with Claude specifically.

CONTACT US
LET'S GET STARTED

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Bring us the workflow, system or team you're trying to transform. We'll help you identify where AI can create value - and what it will take to get it into production.

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