You already know AI works. Now make it work for your business

TCP builds custom AI systems and software around your operations. We connect the information your team relies on and help people put the tools to use.

Talk with our technical co-founder

Founding team worked with

  • MongoDB
  • Typeform
  • Harvey
  • SteadyMD
  • realtor.com

Case studySolstice · Property management

Annual budgets for 118 buildings. Live in nine weeks

236+

analyst hours saved in the first 100 days

Solstice manages over 100 New York co-ops and condos in Vantaca. Every budget season, analysts still pulled numbers by hand from Vantaca, utility portals, banks and tax records.

TCP built the Budget Portal. Pick a building and AI gathers the data, fills the finance team’s workbook and drafts the balance letter. Analysts just review.

Before
Hours of copy and paste for each of 100+ buildings. Analysts pulled reports from each system, retyped the numbers into the workbook and wrote the balance letter by hand.
With TCP
From hours of copying to one click. AI gathers the data, builds the workbook and drafts the balance letter in under five minutes. Analysts review instead of retyping.
Explore property management
Illustrative image of a residential condominium tower at dusk

How the Budget Portal works

  1. 1. Choose

    Start with the building that needs a budget

    Illustrative Budget Portal screen for choosing a building, with sample building labels and source systems
  2. 2. Prepare

    Gather the inputs. Prepare the familiar output

    Illustrative package preparation screen listing the inputs and the budget workbook and balance letter outputs
  3. 3. Review

    Keep the analyst’s experience in the process

    Illustrative analyst review screen showing a sample budget package ready for Finance review

AI built around the way your business works

Your people know the work. We bring the engineering and design to turn that knowledge into tools they can use.

  • Make company knowledge easier to use

    Build AI assistants that help staff find answers in your documents and processes. Keep the source material available so people can check the answers.

  • Automate the work between systems

    Connect business software, spreadsheets and portals. Prepare files and handle repetitive steps while your team keeps review and approval decisions.

  • Give your team software that fits

    Build portals and internal tools around the people who use them. We work through the process with your staff, design the screens and test the output together.

  • Help people use AI in their daily work

    Run hands-on sessions around problems staff bring from their jobs. Help leaders understand where AI is useful and how to review its work.

Work with us from the first problem to daily use

  1. Step 1

    Choose a useful starting point

    We sit with the people who do the work, pick the task worth fixing first and agree how we’ll measure the result.

  2. Step 2

    Build and test together

    We connect your data and build the tool around your process, reviewing working software with your team as we go.

  3. Step 3

    Help your team use it

    We train your staff on real tasks, gather feedback and decide with you what to build next.

Don’t have an internal development team? TCP can be yours, working like a startup inside your organization to build and ship new ideas.

Founders and specialists who work with your team

Our team brings experience building AI companies, designing products for global brands and implementing software inside customer organizations.

  • Portrait of Charles Tseng

    Charles Tseng

    Technical leadership

    Co-founder of TCP and REX, an AI-driven real estate brokerage. Built predictive analytics and business systems at realtor.com, bringing deep expertise in real estate tech.

  • Portrait of Dianne Alter

    Dianne Alter

    Design and adoption

    Co-founder of TCP and The Design Project, which she scaled into a global design team serving venture-backed startups. Earlier work includes campaigns and digital design for Crocs.

  • Portrait of Alessandro Alter

    Alessandro Alter

    AI and product strategy

    Co-founder of TCP and The Design Project. Built products for global brands including Zurich Insurance and Mercedes-Benz. Co-founded Scalestack, an enterprise AI company that automates business operations.

  • Portrait of Eddie Gomez

    Eddie Gomez

    Experience Design & Client Partnerships

    Leads client partnerships at TCP. Former VP of Experience Design at Razorfish, with 20+ years leading design teams for sophisticated clients like Nike, Microsoft and Expedia.

A few things you may be wondering

Where should we start?

Bring a recurring task, a process that slows your team down or an idea you want to explore. In a 30-minute conversation with Charles, we’ll discuss the work involved and where TCP could help.

Does every project need AI?

No. We choose the approach that fits the task. AI is great for answering questions about documents or drafting summaries; other work is better served by straightforward automation. Either way, your team reviews the output.

How do you handle our data and approvals?

We agree on access, permissions and data handling with your team before we start. Your team keeps the review and approval decisions.

What does it cost, and how long does it take?

We work in short sprints. Together we define a first project that shows value quickly, agree its scope and budget, then keep building from there as the results come in. For reference, Solstice’s budget portal went live nine weeks after kickoff, and its alterations portal had a first prototype after one week.