AI Engineering Partner
Official partners of the AI models and data platforms we build on.
AI-native engineering
From a single agent to an AI-native platform, built to run in production
Agents that take actions, retrieval that cites its sources, and the data, product and design work around them. One accountable team from first prototype to production.
01
AI Agents
Agents that plan, call your tools and APIs, and hand off to a person when it matters. Built with evals and guardrails from day one.
02
RAG Systems
Retrieval over your documents and data that cites every source, respects permissions and is measured for accuracy.
03
Generative AI
LLM features inside your product - summarising, drafting, extracting and classifying - on Claude, GPT or open-weight models.
04
AI Copilots
Assistants embedded in your product or internal tools that answer in context and take the next step with the user.
05
AI Data Systems
Lakehouse pipelines, vector stores and governed data layers on Databricks and AWS that give AI clean, current data.
06
AI MVP and POC Development
A working AI prototype on your own data in weeks, with an evaluation report that tells you whether to scale it.
07
Custom Software Development
Full-stack web platforms with AI built into the core, not bolted on - Python, React and cloud-native from the start.
08
AI Mobile App Development
iOS and Android apps with AI features designed for speed, privacy and everyday use.
09
Data Visualization & Analytics
Dashboards and natural-language analytics that let teams ask questions of their data and trust the answers.
10
UI & UX Design
Interfaces that make AI understandable and trustworthy, from first wireframe to a tested design system.
AI in production
Agents, RAG and data platforms running for real clients, with the numbers to prove it
01 AI agents · Databricks
A support agent has ninety seconds and an already-annoyed customer. Five specialist agents answer from a profile enriched in advance - accuracy taken from 33% to 84% through two rounds of judged evaluation.
02 Agentic AI · Claude
A retirement advisor answering pension questions across four national systems for a third of a cent - Claude Opus 4.1 plans and synthesises, 18 Unity Catalog functions do the regulated maths, and Claude Sonnet 4 judges every answer.
03 RAG · Knowledge graph
A Claude 3.7 Sonnet research assistant for Aussizz Group's migration agents that retrieves across a 99,854-relationship legislative knowledge graph, following the citation chain to return one cited answer.
04 Data platform · Databricks
Bronze to Gold: unifying a services organization's CRM, email and voice data into one customer view, and a confidence-routed Haiku/Sonnet pipeline turning scanned visa documents into structured tables.
05 Enterprise RAG · Claude
A Claude-powered assistant that answers questions across SharePoint and OneDrive in plain language, with page-level citations and a complete audit trail.
06 AI tutor · Claude Code
A production exam-prep platform that grades open-ended speaking and writing against exam rubrics and runs live conversational voice practice, built end to end with Claude Code.
Where we work
AI shaped around each sector's rules and data
Every industry has its own regulations, systems and edge cases. We bring patterns that already work in production and adapt them to yours.
How we ship AI
Evals first, guardrails built in, people in the loop where it matters
Model-agnostic by design: Claude, GPT and open-weight models on AWS and Databricks, with a proven Python and React core.
Product engineering
postgreSQL
Python
React
Redis
Node.js
HTML
CSS3
MongoDB
NGINX
AngularJS
Ionic
Django
MySQL
AI & machine learning
Keras
JAX ML
spaCy
TensorFlow
Quality engineering
Robot Framework
Cypress IO
Selenium
Apache JMeter
Locust
Why teams choose us
Engineers who have shipped AI, not just demoed it
Senior engineers and designers in one accountable team. We measure success by what runs in production: accuracy, cost per task and adoption.
From first prototype to production with one team and no hand-offs
Product design that makes AI usable, explainable and trusted
Full-stack delivery across web, mobile, data and cloud
Evals, cost and latency tracked from the first week
Our clientele
Founders, product leaders and enterprise teams across fintech, health, travel, logistics and education trust us with the products their business runs on.
What clients say
Long-term partnerships, built on delivery
Reckonsys has delivered on time throughout their long-term engagement and the team is consistent.
Elliot HamiltonCEO, Enquirybox
Their ability to take a complex business process like ours and provide user flows that were intuitive was impressive.
Venkat VenkatnarayanVP of Engineering, Dasceq Inc
Reckonsys’ work is phenomenal. The team delivers excellent code quality and have improved their client’s platform immensely.
Stefan Woort-MenkerCEO, Moonlight Manager
Transparency, direct access to team, problem solving skills, effective project management and timely delivery . These are the factors which I believe worked well for us.
Deepak DevangaFounder, EDVAY
Reckonsys focuses on the needs and requirements of the client, establishing an effective collaboration. The team is hard-working, creative, and skilled.
Sarath SribhasyamCTO, IntellectSelect Ltd
Reckonsys delivered a high-quality, highly functioning product that garners positive user feedback.
Datla ReddyCo-Founder, Aley
Reckonsys find resources quickly, and the developers meet the expected quality standards.
Sacha VandewalleSenior IT Manager, Solutions30
Thanks to Reckonsys, our client experienced significant boosts in revenue, customer retention, and operational scalability, showcasing the tangible impact of their services.
Mike FordCEO, Revli
We have been able to release our application on time and drive our business up by 40% MoM.
Achintya DayalCEO & Founder, Pharmallama
Thanks to Reckonsys, the company successfully launched a fully-functional platform where airlines can sell products to travel agencies
Mohandas P. UnniCEO, NuFlights LLC
Reckonsys was very good at finding forward-thinking and innovative solutions
Margie BenschingFounder, GoldenSherpa
Reckonsys delivered the first version of the platform on time to exceed expectations. The team communicates effectively and provides valuable guidance to result.
John KingCo-Founder, Enquirybot
Reckonsys built numerous features quickly, augmenting the CRM with high-quality work to the satisfaction of stakeholders.
Vaibhav JoshiDirector, Solastis Solutions Pte Ltd
Reckonsys supplied a highly experienced, attentive, and dedicated team to accomplish the project, and they continue to provide developmental support.
Narayan SurabhiPresident, Vndly
Reckonsys team is excellent at transforming raw concepts into finished designs, without requiring too much hand-holding.
Samar ParikhCEO & Founder, Pathfinder
Recognised for best-in-class engineering
From the blog
Field notes from shipping AI in production
Generative AI
The MCP Shift: Moving from Custom Connectors to Standardized AI Context
Oct 01, 2026 · Reckonsys Tech Labs
Generative AI
The Token Leak: Plugging Cost Inefficiencies in Recursive Agentic Loops
Oct 01, 2026
Generative AI
Agentic RAG: Transitioning from Static Retrieval to Dynamic Discovery
Sep 30, 2026
Generative AI
The SLM Pivot: Why Enterprise AI is Moving Toward 'Small Language Model' Clusters
Sep 29, 2026
Technology
The B2B 'AI Feature' Bubble: Distinguishing Core Value from Wrapper Fatigue
Sep 29, 2026
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