Turn your data into autonomous decisions
From cited knowledge assistants to legal, HR, and procurement AI — we build applied AI solutions grounded in your own data, so every answer is traceable and every decision defensible.
Good AI starts with good data — and with trust. We build AI solutions grounded in your own documents and systems, with every answer cited and every decision logged, so they hold up in front of a regulator, a court, or a board.
Business value — Move from dashboards to decisions — with AI you can defend: grounded in your data, cited to the source, and auditable end to end.
Technical — Retrieval-grounded assistants, Oracle-native integration, and explainable, audit-ready reasoning — on the LLM, vector store, and data-residency model you choose.
Our AI solutions
Applied AI, grounded in your data
Enterprise Knowledge AI
Truthful, cited answers from your own documents — every response grounded with traceable, page-level citations, no hallucinations.
- Deep document understanding — layout, table extraction, and OCR across financial reports, contracts, scans, and mixed-language files.
- Any LLM, any vector store — OpenAI, Anthropic, Gemini, or on-prem Llama; Pinecone, Milvus, Qdrant, or Oracle Vector, your data residency.
- Knowledge bases as products — isolated per domain, department, or client, each with its own assistant and permissions.
Workforce & OD Intelligence
Proactive, predictive HR — burnout risk, attrition signals, and skill-gap forecasts surfaced as alerts a CHRO can act on this week, not next quarter.
- Oracle-native — direct connectors to Oracle HCM, Analytics, and DWH via SOA, with pre-built extractors for workforce KPIs.
- OD-first — built on organizational development: systems thinking, change management, and culture pulse, not just transactions.
- Career & learning intelligence — personalized paths, succession readiness, and learning grounded in real skill and performance data.
Bilingual Legal AI
Native Arabic and English legal AI — formal (fusha) and GCC jurisdiction-specific, with cross-lingual retrieval across mixed-language matters.
- AI-powered contract review — risk flags, missing-clause detection, and recommendations against your firm’s preferred clause library.
- Legal playground — a safe sandbox to test arguments, strategies, and draft language without client risk.
- Jurisdiction-ready knowledge base — pre-seeded with UAE federal decrees and ministerial decisions; add your own precedents and templates.
Tender Evaluation AI
RFP evaluation in minutes, not weeks — a side-by-side comparison of every vendor response, cited back to the exact paragraph, for the whole evaluation team.
- Automated compliance heatmaps — Comply / Not Comply / Conditional detection that surfaces the gaps before the committee meets.
- Commercial fairness — structured price extraction, TCO modeling, and scenario analysis, so the lowest TCO wins, not the lowest line item.
- Defensible audit trail — every score and change logged with explainable AI reasoning, so decisions survive any audit.
The foundations underneath
Built on capabilities we run every day
Operational Reports & Interactive Dashboards
Design, build, and deploy business intelligence that turn your data into actionable insights.
Analytics & visualization
Decision-ready dashboards and reporting for every profile — the analytics backbone proven in the engagements below.
AI agents & automation
Intelligent workflows that take on repetitive, rules-heavy work — the automation layer behind every solution above.
Proven in production
Analytics & AI in production
Government · Public sector
Government reporting, from hours to seconds
For Egypt’s Ministry of Finance, we used Incorta real-time analytics to consolidate budget and spending across 5,000+ accounting units and 27+ ministries — turning reporting that took hours into a live, whole-of-government view in seconds.
Insurance · Private
Daily close: 24 hours to 45 minutes
For a large private insurer, we cut the daily business close from 24 hours to 45 minutes — letting the business review policy costing five times a day instead of once every day and a half.
Energy · Public sector
A national fuel-analytics platform, built in days
For Egypt’s petroleum sector, we used Incorta to track fuel from depot to pump — standing up an advanced analytics platform in days, not months, with reporting in seconds.
Frequently asked questions
How do you stop an enterprise AI assistant from hallucinating?
Answers are grounded in your own documents and returned with traceable, page-level citations, so every response can be checked against the source it came from.
Can the AI platform run on-premises or in our own cloud region?
Yes. It works with any major LLM — OpenAI, Anthropic, Gemini or an on-premise Llama — and any vector store, including Pinecone, Milvus, Qdrant and Oracle Vector, so data residency stays your decision.
Do you support Arabic-language AI, not just English?
Yes. Our legal AI is natively bilingual, covering formal Arabic (fusha) and GCC jurisdiction-specific language, with cross-lingual retrieval across mixed-language matters.
What AI use cases are already in production?
Enterprise knowledge assistants over internal documents, bilingual contract review, tender and RFP evaluation with compliance heatmaps, and workforce intelligence for attrition and skill-gap forecasting.
How does AI connect to our existing Oracle systems?
Through direct connectors to Oracle HCM, Analytics and the data warehouse via SOA, with pre-built extractors — so models read governed enterprise data rather than a separate copy.