TJ Tech
Services

Agent expertise to accelerate your AI transformation.

Engagements calibrated for executive teams, CTOs and heads of data/AI. Clear deliverables, exit criteria defined upfront, skill transfer built into every engagement.

01 — Build

Build — Reliable agents in production

Design and ship AI agents that hold up in real conditions.

Our AI engineers embed with your teams to design, evaluate and industrialize advanced agents that complete job-specific tasks with your existing tools. We lay down the architecture, wire your internal APIs and instrument the whole system.

Typical duration
6 to 12 weeks
Starting at
on request
For whom
Product and tech teams building an AI product or embedding agents deeply into an existing one.

Deliverables

  • Agent architecture: orchestration, memory, tools
  • Integration with enterprise systems and internal APIs
  • Automated evaluation framework (offline + production)
  • Cost, latency and compliance guardrails
  • Deployment, observability and maintenance plan
02 — Train

Train — Domain-specific agents

Move your agents forward on your context and your craft.

Our ML engineers apply frontier research in reinforcement learning and advanced techniques to teach your agents how to use your unique context, tools and skills with precision and reliability.

Typical duration
8 to 16 weeks
Starting at
on request
For whom
Teams with a first agent in production looking to gain precision, reliability and robustness.

Deliverables

  • Improvement strategy: RL, rubrics, fine-tuning
  • Operational feedback loop with your experts
  • Per-domain and per-use-case evaluation sets
  • Measured accuracy and reliability gains
  • Continuous improvement playbook for your teams
03 — Translate

Translate — Make your data usable by AI

Turn your unstructured data into a training foundation.

We translate your unstructured data into agent-ready formats, guide your subject matter experts to produce high-quality ground truth, and design the rubrics that will serve as the foundation for continuous agent improvement.

Typical duration
4 to 8 weeks
Starting at
on request
For whom
Organizations whose data is mostly unstructured (documents, tickets, transcripts) and who want it to become usable by agents.

Deliverables

  • Source mapping and target format
  • Unstructured → structured transformation pipeline
  • Labeling program led by your experts
  • Per-use-case evaluation rubrics
  • Versioned, maintainable training corpus
04 — Red Team

Enterprise AI Red Teaming

Test your agents against real scenarios — before your users do.

Advanced red teaming to simulate real-world and malicious agent misuse, surface vulnerabilities, and help you build safer, more compliant and more reliable systems. Delivered as a formal audit or as an internal capability installed inside your teams.

Typical duration
3 to 6 weeks
Starting at
on request
For whom
Organizations deploying agents to end users or in regulated contexts with formalized safety requirements.

Deliverables

  • Catalog of realistic abuse scenarios by domain
  • Prompt injection, jailbreak, data leakage tests
  • Compliance audit (EU AI Act, regulated sectors)
  • Risk-prioritized remediation plan
  • Continuous red teaming kit for internal use

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